Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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stability-ai/sdxl

A-TIER

Replicate

Intelligence Score 84/100
Model Popularity 0 votes
Context Window Image
Pricing Model Commercial / Paid
View Provider Analysis →

Flux.1 Dev

S-TIER

Hugging Face Inference

Intelligence Score 91/100
Context Window Image
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

Flux.1 Dev Wins

With an intelligence score of 91/100 vs 84/100, Flux.1 Dev outperforms stability-ai/sdxl by 7 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
stability-ai/sdxl
Flux.1 Dev
Context Window
Image Image
Architecture
Transformer Diffusion
Est. MMLU Score
~75-79% ~85-87%
Release Date
2024 2024
Pricing Model
Paid / Commercial Free Tier
Rate Limit (RPM)
Varies by model 300 Requests / hour
Daily Limit
Credit-based Dependent on global load
Capabilities
No specific data
No specific data
Performance Tier
B-Tier (Strong) A-Tier (Excellent)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose 🎨 Image Generation
Model Size
Undisclosed Undisclosed
Limitations
  • Pay-per-second billing (can be expensive)
  • Cold starts for less popular models
  • Trial credits are minimal
  • Rate limited to ~300 request/hour for free users
  • Models larger than 10GB may not load
  • Cold starts can occur
Key Strengths
  • Run any public model with an API
  • Fine-tune existing models easily
  • Cold boots can be slow for unpopular models
  • Serverless Inference
  • Instant Model Loading
  • Text Generation

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